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This book describes methodologies for developing semantic applications. Semantic applications are software applications which explicitly or implicitly use the semantics, i.e. the meaning of a domain terminology, in order to improve usability, correctness, and completeness. An example is semantic search, where synonyms and related terms are used for enriching the results of a simple text-based search. Ontologies, thesauri or controlled vocabularies are the centerpiece of semantic applications. The book includes technological and architectural best practices for corporate use. The authors are experts from industry and academia with experience in developing semantic applications. The Editors Thomas Hoppe works as Data Scientist and Knowledge Engineer. He is lecturer at the Computer Science Department of the Hochschule für Technik und Wirtschaft Berlin – University of Applied Sciences, Germany. In 2008 he founded, together with three associates, Ontonym GmbH. Furthermore, in 2014 he founded Datenlabor Berlin. Bernhard Humm is a professor at the Computer Science Department of Hochschule Darmstadt – University of Applied Sciences, Germany. He coordinates the Ph.D. programme and is the managing director of the institute of applied informatics, Darmstadt (aiDa). He is running several national and international research projects in co-operation with industry and research organizations. Anatol Reibold studied mathematics and mechanical engineering at the University of Novosibirsk. Currently he works as a supply chain analyst and business mathematician at Raiffeisen Waren-Zentrale Rhein-Main eG. He is also one of the co-founders of OntoPort and their chief data scientist.

Semantic computing. --- Semantic Web. --- Big data. --- Computer science. --- Data mining. --- Information storage and retrieval. --- Artificial intelligence. --- Management information systems. --- Computer Science. --- Information Systems Applications (incl. Internet). --- Artificial Intelligence (incl. Robotics). --- Data Mining and Knowledge Discovery. --- Management of Computing and Information Systems. --- Information Storage and Retrieval. --- Computer-based information systems --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Informatics --- Science --- Communication systems --- Data sets, Large --- Large data sets --- Semantic integration (Computer systems) --- Semantic networks (Information theory) --- World Wide Web --- Microformats --- Computer science --- Semantics --- Data sets --- Information Systems. --- Information storage and retrieva. --- Artificial Intelligence. --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computer and Information Systems Applications. --- IT Operations. --- Management. --- Data centers

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Dieses Buch ist eine Open Access Publikation. Der lange gehegte Traum von künstlicher Intelligenz (KI) wird in unserer Alltagswelt zunehmend Realität. Damit verbinden sich hohe gesellschaftliche Erwartungen, aber auch Sorgen hinsichtlich einer schleichenden Entmündigung des Menschen. Am Beispiel des Forschungssektors lotet dieser Band die Optionen, Entwicklungschancen und Risiken von KI-Techniken für die Zukunft des wissenschaftlichen Erkenntnisprozesses und der darauf beruhenden technischen Entwicklungen aus. Zu diesem Zweck wird zunächst der Stand der KI-Technik und ihrer Anwendungen dargestellt. Es folgen wissenschaftsphilosophische Untersuchungen zur Frage der Ersetzbarkeit des forschenden Menschen durch KI und zu erwartenden Veränderungen in der wissenschaftlichen Forschung. Weitere Abschnitte widmen sich den Folgen für die Arbeitswelt von Forschern/Forscherinnen sowie den durch KI erzeugten neuen Herausforderungen für die rechtliche Regulierung im Spannungsfeld von Wissenschaftsfreiheit und Datenschutz. Der Band schließt mit Empfehlungen für die verantwortlichen Akteure in Wissenschaft, Forschungspolitik und Gesellschaft aus interdisziplinärer Perspektive.

artificial intelligence. --- data collection. --- data processing. --- information analysis. --- anailís ar fhaisnéis --- analiza informacija --- analiza informacji --- informační analýza --- informationsanalyse --- analiza informației --- анализа на информации --- analizë e informacionit --- informačná analýza --- informacijos analizė --- analisi delle informazioni --- análise da informação --- analiżi tal-informazzjoni --- анализ на информация --- analyse de l'information --- analiza informacij --- informācijas analīze --- infoanalüüs --- análisis de la información --- informationsanalys --- tiedon sisällön analyysi --- információelemzés --- informatieanalyse --- Informationsanalyse --- анализа информација --- ανάλυση πληροφοριών --- dokumentinė analizė --- documentary analysis --- ανάλυση δεδομένων --- análise de dados --- análise documental --- gegevensanalyse --- dokumentanalyse --- dokumentační analýza --- dokumentumelemzés --- Datenanalyse --- analyse des données --- duomenų analizė --- dokumentanalys --- dokumendianalüüs --- dataanalys --- analisi documentaria --- analiza datelor --- analiza podataka --- tiedon analysointi --- asiakirjojen analysointi --- analizë dokumentuese --- ανάλυση τεκμηρίωσης --- Dokumentenanalyse --- datu analīze --- análisis de documentos --- analizim të dhënash --- dataanalyse --- data analysis --- dokumentālā analīze --- análisis de datos --- analisi dei dati --- analiză documentară --- analyse documentaire --- análisis documental --- raščlamba obavijesti --- adatelemzés --- dokumentačná analýza --- analýza údajov --- andmeanalüüs --- documentaire analyse --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- collecte de données --- ġbir ta' dejta --- colectarea datelor --- sběr dat --- zbiranje podatkov --- adatgyűjtés --- прикупљање података --- duomenų rinkimas --- recogida de datos --- recolha de dados --- prikupljanje podataka --- прибирање податоци --- grumbullim i të dhënave --- bailiú sonraí --- tietojen keruu --- verzamelen van gegevens --- raccolta dei dati --- gromadzenie danych --- datainsamling --- andmekogumine --- събиране на данни --- dataindsamling --- datu vākšana --- zber údajov --- συλλογή δεδομένων --- Datenerhebung --- tietojen koostaminen --- nxjerrje të dhënash --- chamada de dados --- očevidnik --- përpilim të dhënash --- andmete kogumine --- data retrieval --- συγκέντρωση δεδομένων --- shromažďování informací --- compilarea datelor --- ανάκτηση δεδομένων --- raggruppamento dei dati --- dataopsamling --- adatok kinyerése --- compiling data --- shromažďování dat --- adatok visszanyerése --- Datensammlung --- spájanie údajov --- andmeotsing --- sběr informací --- duomenų paieška --- reunião de dados --- rappel des données --- ricerca dei dati --- regăsirea informației --- kompiliuotieji duomenys --- datu izgūšana --- vyhľadávanie údajov --- datu apkopošana --- oproepen van gegevens --- hromadění dat --- inteligência artificial --- kunstmatige intelligentie --- mesterséges intelligencia --- inteligencia artificial --- tekoäly --- sztuczna inteligencja --- вештачка интелигенција --- umetna inteligenca --- mākslīgais intelekts --- umělá inteligence --- künstliche Intelligenz --- inteligență artificială --- tehisintellekt --- изкуствен интелект --- artificiell intelligens --- intelligence artificielle --- intleacht shaorga --- intelligenza artificiale --- intelliġenza artifiċjali --- umelá inteligencia --- dirbtinis intelektas --- τεχνητή νοημοσύνη --- umjetna inteligencija --- inteligjencë artificiale --- kunstig intelligens --- calcolatore di quinta generazione --- συστήματα λήψης αποφάσεων --- sistema inteligente --- ayuda a la decisión --- sistem expert --- ajuda à decisão --- ekspertinė sistema --- expert system --- szakértői rendszer --- συστήματα εμπειρογνώμονες --- expertsystem --- strumento di aiuto alla decisione --- wissensbasierendes System --- IA --- Expertensystem --- KI --- konstgjord intelligens --- expertný systém --- sistem ekspert --- asiantuntijajärjestelmä --- sistema experto --- systeemexpert --- ekspertsistēma --- ekspertsüsteem --- système expert --- sistema esperto --- Entscheidungshilfe --- aide à la décision --- sistema di supporto alle decisioni --- τεχνητή ευφυΐα --- expertní systém --- Künstliche Intelligenz --- Big Data --- Computerwissenschaften --- Wandel in Wissenschaft und Forschung --- Wissenschaftsgeschichte --- Wissenschaftsphilosophie --- Psychologie wissenschaftlicher Arbeit --- Organisationspsychologie --- Arbeitsgestaltung --- Wissenschaft und Wirtschaft --- Regulierung in Wissenschaft und Forschung --- Forschungsethik --- Technikfolgenabschätzung --- wissenschaftliche Politikberatung --- Open Access --- Science --- Artificial intelligence. --- Technology --- Science Ethics. --- Artificial Intelligence. --- Ethics of Technology. --- Moral and ethical aspects. --- Technology and ethics --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Science and ethics

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